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"Taibai" big model
Venus-GPT
01
Taibai Large Model (Venus GPT) Anqi can release the first large-scale basic model for new energy forecasting, which can predict power generation and electricity load with high precision.
02
1 billion parameter base model, using flexible 3D Swin Transformer and related encoders and decoders, optimized during pre-training to minimize the loss of multiple heterogeneous data sets.
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The model is fine-tuned in two stages, including short lead times to fine-tune the pre-trained weights and long lead times to fine-tune with LoRA.
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Deploy fine-tuned models to address operational forecast scenarios at different resolutions.
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Venus GPT has been trained with more than one million hours of data from different regions, using the advantages of basic modeling methods to solve various distributed energy prediction problems.
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Generate 24 hour-by-hour or 7-day power generation forecasts in one minute.
07
It performs well in pre-training on diverse datasets, outperforming specialized deep learning models such as LSTM or BP.
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Inverter Data
It is used to train the model's ability to predict new energy power generation equipment.
Meteorological test data
Millions of hours.
High-precision meteorological forecast data for different regions:
used to train the model and improve it in different regions and meteorological conditions
under the forecast accuracy.
Suzhou Akypower Intelligent Technology Co.,Ltd.
Address: 1706, Building A, Creative Industry Base, No.9, Taihu East Road, Changzhou City, Jiangsu Province
Address: Room 403, Building 3, 3E Digital Wisdom Garden, 526 Fangqiao Road, Caohu Street, Suzhou City, Jiangsu Province
E-mail: wangbo@akypower.com
Website: www.akypower.com
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